To form a mental image or concept of something that is not present or has not been experienced. She could imagine the beautiful landscapes of the country she had never visited.
To suppose or assume something to be the case. I imagine he will arrive late, given the traffic.
To think or believe something without having evidence. He imagined that he was being followed, even though there was no one around.